Fold 0
Model 0 best validation auc = 0.784507 on epoch 3
Model 0 test auc = 0.941601
Ensemble test auc = 0.941601
Fold 1
Model 0 best validation auc = 0.769014 on epoch 2
Model 0 test auc = 0.886213
Ensemble test auc = 0.886213
Fold 2
Model 0 best validation auc = 0.767606 on epoch 38
Model 0 test auc = 0.894040
Ensemble test auc = 0.894040
Fold 3
Model 0 best validation auc = 0.783568 on epoch 0
Model 0 test auc = 0.791692
Ensemble test auc = 0.791692
Fold 4
Model 0 best validation auc = 0.762441 on epoch 6
Model 0 test auc = 0.931367
Ensemble test auc = 0.931367
Fold 5
Model 0 best validation auc = 0.762911 on epoch 10
Model 0 test auc = 0.927754
Ensemble test auc = 0.927754
Fold 6
Model 0 best validation auc = 0.792958 on epoch 5
Model 0 test auc = 0.891632
Ensemble test auc = 0.891632
Fold 7
Model 0 best validation auc = 0.784038 on epoch 34
Model 0 test auc = 0.904877
Ensemble test auc = 0.904877
Fold 8
Model 0 best validation auc = 0.774648 on epoch 17
Model 0 test auc = 0.927152
Ensemble test auc = 0.927152
Fold 9
Model 0 best validation auc = 0.784038 on epoch 23
Model 0 test auc = 0.881999
Ensemble test auc = 0.881999
10-fold cross validation
	Seed 0 ==> test auc = 0.941601
	Seed 1 ==> test auc = 0.886213
	Seed 2 ==> test auc = 0.894040
	Seed 3 ==> test auc = 0.791692
	Seed 4 ==> test auc = 0.931367
	Seed 5 ==> test auc = 0.927754
	Seed 6 ==> test auc = 0.891632
	Seed 7 ==> test auc = 0.904877
	Seed 8 ==> test auc = 0.927152
	Seed 9 ==> test auc = 0.881999
Overall test auc = 0.897833 +/- 0.040681
Elapsed time = 0:04:02
